PINN

A Physics Informed Neural Network Implementation for Burgers Equation in Tensorflow 2.0

CAE-FFNN

Non-intrusive surrogate modeling for parametrized time-dependent partial differential equations using convolutional autoencoders

ML-Surrogate-Stochastic-Nonlinear-Structures

Machine Learning Accelerated Transient Analysis of Stochastic Nonlinear Structures